• Title/Summary/Keyword: Power-preserving estimator of $\sigma$

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Using the Sample IQR for Calculating Sample Size (표본크기 결정을 위한 IQR의 활용방법)

  • 홍종선;김현태;윤상호;정민정
    • The Korean Journal of Applied Statistics
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    • v.16 no.1
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    • pp.181-193
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    • 2003
  • Without a sample standard deviation for an estimator of the population standard deviation u in a sample size computations, we often use some functions of a sample range (R) or interquartile range (IQR) by an estimator of $\sigma$. In order to avoid under-powered studies, these estimates must have a high probability of being greater than or equal to $\sigma$. In this paper, these probabilities of being greater than or equal to $\sigma$ are estimated for IQR for various parents distributions, and are compared with the probabilities for R/4 (Browne 2001). Alternative divisors (K) are explored and discussed for which the probabilities of R/K and IQR/K being greater than or equal to $\sigma$ is at least 95%.